公开(公告)号：US20240153026A1

公开(公告)日：2024-05-09

申请号：US18386961

申请日：2023-11-03

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Brian Mark Fields ,  Anish Agarwal ,  Justin Wyatt Montgomery ,  Alex Reed ,  Joshua John Freitas ,  Hassan Boukhamseen ,  Melissa Collette Miles ,  Catherine Espel-Logan

IPC: G06Q50/26 ,  G06Q30/0601

CPC classification number: G06Q50/265 ,  G06Q30/0631

Abstract: Methods and systems for recommending safe vehicle seats and/or predicting the replacement time of vehicle seats. The systems and methods may include (1) training a machine learning model using a set of characteristics of previously recommended vehicle seats to generate a vehicle seat recommendation score for one or more vehicle seats; (2) receiving a request for a vehicle seat recommendation; (3) receiving input data; (4) determining a set of characteristics of the input data; (5) applying the set of characteristics of the input data to the machine learning model to generate a vehicle seat recommendation score for the one or more vehicle seats; (6) ranking the one or more vehicle seats by vehicle seat recommendation score to generate a vehicle seat recommendation list; and/or (7) presenting the vehicle seat recommendation list to a client device.